Update: Added K8s & Jenkins CI/CD

[hoangsonww]

Pull Request Template

Overview

This pull request implements the CI/CD pipeline for the LMS application. It includes:

• Formatting and linting setup
• Parallel backend (pytest) and frontend (Jest) testing
• Frontend code coverage collection
• Docker build & push to GHCR
• Simple deployment step messaging
• Final completion notification

Files Changed

• .github/workflows/ci.yml (added full pipeline config)
• Added test specs under frontend/__tests__/
• Minor updates to package.json scripts
• Added .dockerignore and adjusted Dockerfile for backend & frontend

Testing

• Ran all jobs locally in dry-run mode
• Verified pytest -q works for the backend
• Verified npm test and npm run coverage for the frontend
• Confirmed Docker images built and pushed successfully on GHCR
• Confirmed GitHub Actions workflow passes on PR event

Screenshots (if applicable)

N/A (pipeline config)

Notes to Reviewers

• Please check the Docker build steps closely — I set explicit context and file paths
• Deployment is currently a simple echo message; future production deployment commands can replace these
• If you want, you can test the pipeline by pushing to a feature branch to verify parallel jobs

Deployment Notes

• Ensure secrets.GITHUB_TOKEN is available for GHCR push
• Ensure Render and Vercel accounts are ready for actual deployment once the placeholders are swapped with real commands

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[Copilot]

Pull Request Overview

This PR updates documentation formatting in the README to use proper blockquote lines for the “IMPORTANT” note.

• Split the inline admonition into two separate blockquote lines
• Ensured consistency of note formatting

Comments suppressed due to low confidence (1)

README.md:150

• [nitpick] GitHub-flavored Markdown doesn’t recognize the [!IMPORTANT] admonition syntax. Consider merging these two lines into a single blockquote with bold text, for example: > **IMPORTANT**: Our backend server may spin down due to inactivity, so you may experience delays in loading data initially…

> [!IMPORTANT] 

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1 Skipped Deployment

Name	Status	Preview	Comments	Updated (UTC)
learning-management-system-fullstack	⬜️ Ignored (Inspect)			Jul 4, 2025 2:05pm